A Neural Network-based ARX Model of Virgo Noise

Abstract

In this paper a Neural Network based approach is presented to identify the noise in the VIRGO context. VIRGO is an experiment to detect Gravitational Waves by means of a Laser Interferometer. Preliminary results appear to be very promising for data analysis of realistic Interferometer outputs.

13 pages, wicsbook.sty macro file, accepted for publication in the proceedings of the 11th Italian Workshop on Neural Networks, WIRN Vietri 99, M. Marinaro and R. Tagliaferri eds., Springer-Verlag 1999